TABLE II. Results Obtained With People 3 m Away From the Microwave Radar Sensor Using Proposed CNNs.
| AlexNet | VGG-19 | GoogLeNet | |
|---|---|---|---|
| Accuracy | 86.6% | 80.0% | 76.6% |
| Loss | 0.85 | 1.06 | 1.44 |
| Convergence | ~30 epochs | ~40 epochs | ~20 epochs |
| AlexNet | VGG-19 | GoogLeNet | |
|---|---|---|---|
| Accuracy | 86.6% | 80.0% | 76.6% |
| Loss | 0.85 | 1.06 | 1.44 |
| Convergence | ~30 epochs | ~40 epochs | ~20 epochs |